By Greg Allan, tradesman and creator of Data First Coaching
Why does every technician get a different result on the same test?
Most fire protection businesses run on steps the owner knows by feel rather than steps written down anywhere else, so when a second or third fire protection technician picks up the route the test gets done a little differently every time. One technician checks hydrant pressure and signs off, another flushes the line first and then signs off, and neither one is wrong, they just learnt the job a different way. The result is a sprinkler test, an emergency lighting check or an extinguisher service that looks slightly different depending on who did it, and a logbook that reads like three different businesses wrote it.
Greg teaches that every role in a fire protection business, including the technician standing in front of the riser, needs the exact steps broken down into a sequence anyone could follow. Not because the technician cannot be trusted, but because gaps in what they know only show up once the test is finished, and by then it is a missed reading or a logbook entry that does not match last quarter's. Breaking the job down to that level is what lets the owner see where the knowledge gap actually sits, before it becomes a defect nobody caught.
Why does the building manager keep chasing the same explanation twice?
A building manager or strata contact who oversees the same site through more than one annual statement notices straight away when the second one does not read like the first, and the first call they make is not a compliment, it is a question. For the owner, that call is often the first sign that a testing and inspection standard which felt consistent in their own head was never actually written down anywhere else.
Without a system, the owner ends up giving the same verbal instructions to every fire protection technician on every new contract, and still gets a different result, because spoken instructions do not survive being passed from technician to technician. A maintenance contract with a strata manager or a facilities team is won on trust that the certification will read the same next time, and every time after that. When it does not, the building manager rarely blames the individual technician, they blame the fire protection business, because that is the relationship they signed.
What number in your own job data actually shows where this starts?
The number that tells the truth is not how many routes got done this month, it is how much each technician's version of the same job differs from the others: the time it takes, the readings recorded, the defects noticed and the way those defects get quoted. That variance, not a feeling about who is thorough, is what a data first look at the business reveals.
Most owners carry a sense of which technician they trust more, but that sense is built on memory and the last time something went wrong, not on what the logbooks and job records actually show across every route this quarter. A data first view lines up every technician's work on the same job type side by side, and the gap between them is usually where the real problem starts, not in attitude but in a step that was never written down the same way twice.
How can AI agents keep every route, logbook entry and annual statement consistent?
An AI agent is software that does a job the way you would do it yourself, using your own wording, your own pricing and your own rules. For a fire protection business that means it can check every logbook entry and every defect quote against the same standard before it goes out, no matter which fire protection technician did the route.
AI agents can sit right in front of the step where things usually go wrong, the point where a defect on a hose reel or a fire door gets noticed but not written up properly, or where an annual statement gets drafted without the wording used last time. The agent does not replace the technician on the route, it makes sure the record that comes back from the route matches the standard you have already set, on every contract, so the building manager never has reason to ring and ask why this year looks different to last year.
Do you need to replace the compliance software you already use?
Not necessarily. Some off-the-shelf testing and inspection or job management software suits a fire protection business well enough, and your own data, not a feeling about the software, is what shows which tools are actually earning their place and which are being worked around rather than worked with.
Plenty of fire protection businesses run on a mix of a scheduling tool, a compliance database and a spreadsheet nobody admits still exists, because each one was bought to solve one problem at the time it came up. The real question is whether the systems in use were built around how this business runs its routes, writes its logbooks and quotes its defects, or whether the business has quietly bent its own process to fit software built for every trade at once. Owning systems shaped around your own jobs and your own customers, with AI agents doing the consistency checking in the background, is a different choice to renting a generic tool, and it is worth knowing which parts of the current setup are earning their keep before anything changes.
How does Data First Coaching approach this?
Data First Coaching starts with what the owner's own job and logbook data already shows, through the Trade Business Intelligence, rather than asking the owner to explain their routes and contracts from memory. For a fire protection business that often means looking at where one technician's results differ from another's on the same job type, because that gap usually points to where the real problem starts, not where it shows up. Greg Allan puts it plainly: “it’s not my people, it’s my systems.” The how, the actual build of the steps and the agents that hold them in place, is worked through inside the Academy, with members, because the Trade Business Intelligence is powered by every member who is open minded, innovative and willing to share what they learn.
